Márcia Baptista

According to our database, Márcia Baptista authored at least 21 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Health index estimation through integration of general knowledge with unsupervised learning.

Kristupas Bajarunas, Marcia Lourenco Baptista, Kai Goebel, Manuel Arias Chao

Reliab. Eng. Syst. Saf., 2024

2023

Cross-Version Software Defect Prediction Considering Concept Drift and Chronological Splitting.

Md. Alamgir Kabir, Atiq ur Rehman, M. M. Manjurul Islam, Nazakat Ali, Marcia Lourenco Baptista

Symmetry, October, 2023

2022

1D-DGAN-PHM: A 1-D denoising GAN for Prognostics and Health Management with an application to turbofan.

Marcia Lourenco Baptista, Elsa M. P. Henriques

Appl. Soft Comput., 2022

Relation between prognostics predictor evaluation metrics and local interpretability SHAP values.

Marcia Lourenco Baptista, Kai Goebel, Elsa M. P. Henriques

Artif. Intell., 2022

2021

A self-organizing map and a normalizing multi-layer perceptron approach to baselining in prognostics under dynamic regimes.

Marcia Lourenco Baptista, Elsa M. P. Henriques, Kai Goebel

Neurocomputing, 2021

2019

Remaining useful life estimation in aeronautics: Combining data-driven and Kalman filtering.

Márcia Baptista, Elsa M. P. Henriques, Ivo Paixao de Medeiros, Joao P. Malere, Cairo L. Nascimento Jr., Helmut Prendinger

Reliab. Eng. Syst. Saf., 2019

The Impact of Perioperative Data Science in Hospital Knowledge Management.

Márcia Baptista, José Braga de Vasconcelos, Álvaro Rocha, Rita Silva, João Vidal de Carvalho, Helena Gonçalves Jardim, António Quintal

J. Medical Syst., 2019

Tracking and Classification of Aerial Objects.

Márcia Baptista, Luís Fernandes, Paulo Chaves Ferreira

Proceedings of the Intelligent Transport Systems. From Research and Development to the Market Uptake, 2019

Drone, Aircraft and Bird Identification in Video Images Using Object Tracking and Residual Neural Networks.

Armando M. Fernandes, Márcia Baptista, Luís Fernandes, Paulo Chaves Ferreira

Proceedings of the 11th International Conference on Electronics, 2019

2018

Forecasting fault events for predictive maintenance using data-driven techniques and ARMA modeling.

Márcia Baptista, Shankar Sankararaman, Ivo Paixao de Medeiros, Cairo L. Nascimento Jr., Helmut Prendinger, Elsa M. P. Henriques

Comput. Ind. Eng., 2018

Perioperative Data Science: A Research Approach for Building Hospital Knowledge.

Márcia Baptista, José Braga de Vasconcelos, Álvaro Rocha, Rita Lemos, João Vidal de Carvalho, Helena Gonçalves Jardim, António Quintal

Proceedings of the Trends and Advances in Information Systems and Technologies, 2018

Perioperative Electronic System - A New Approach for Perioperative Nursing Performance.

Márcia Baptista, Rita Silva, Helena Gonçalves Jardim, António Quintal

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017

Comparative case study of life usage and data-driven prognostics techniques using aircraft fault messages.

Márcia Baptista, Ivo Paixao de Medeiros, Joao P. Malere, Cairo L. Nascimento Jr., Helmut Prendinger, Elsa M. P. Henriques

Comput. Ind., 2017

Decision Support Systems Based on Knowledge Management - A Case Study for Strategic Information Systems Maturity of Madeira Island Hotel Organisations.

Márcia Baptista, José Braga de Vasconcelos, Álvaro Rocha

Proceedings of the Recent Advances in Information Systems and Technologies, 2017

2014

Improving Learning in Business Simulations with an Agent-Based Approach.

Márcia Baptista, Carlos Roque Martinho, Francisco Lima, Pedro Alexandre Santos, Helmut Prendinger

J. Artif. Soc. Soc. Simul., 2014

A cooperative multi-agent system to accurately estimate residential energy demand.

Márcia Baptista, Helmut Prendinger, Rui Prada, Yohei Yamaguchi

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Accurate Household Occupant Behavior Modeling Based on Data Mining Techniques.

Márcia Baptista, Anjie Fang, Helmut Prendinger, Rui Prada, Yohei Yamaguchi

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

A Framework for Robust Address Assignment in WSNs Whispering to Avoid Intruders.

Carlos Ribeiro, Ivo Anastácio, André Costa, Márcia Baptista

Int. J. Distributed Sens. Networks, 2013

A Serious Game Based on a Public Goods Experiment.

Márcia Baptista, Hugo Damas, Joana Dimas, Guilherme Raimundo, Rui Prada, Carlos Martinho, Pedro Alexandre Santos, Jorge F. Peña

Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

A Business Simulation with an Agent-Based Deliberative Model of Consumer Behaviour.

Márcia Baptista, Carlos Martinho, Francisco Lima, Pedro Alexandre Santos, Helmut Prendinger

Proceedings of the Games and Learning Alliance - Second International Conference, 2013

2012

The role of social identity, rationality and anticipation in believable agents.

Rui Prada, Guilherme Raimundo, Joana Dimas, Carlos Martinho, Jorge F. Peña, Márcia Baptista, Pedro Alexandre Santos, Luís L. Ribeiro

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012